Hi Akhilesh thank you for the post! I was wondering how exactly does BPR handle the preference vs confidence case? In the example given in Figure 3, seems all entries in the matrix is 1 instead of the times that user interacted with each item? Will an item frequently consumed by the user be given a higher confidence over something consumed only a few times?